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Clustering Categorical Data Using Community Detection Techniques

With the advent of the k-modes algorithm, the toolbox for clustering categorical data has an efficient tool that scales linearly in the number of data items. However, random initialization of cluster centers in k-modes makes it hard to reach a good clustering without resorting to many trials. Recent...

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Detalles Bibliográficos
Autor principal: Nguyen, Huu Hiep
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5753022/
https://www.ncbi.nlm.nih.gov/pubmed/29430249
http://dx.doi.org/10.1155/2017/8986360